System and method for reconstructing metadata from audio outputs

A system for reconstructing metadata of an audio output that is output from one or more audio sources, the metadata reconstruction system coupled with the one or more audio sources and one or more databases including voiceprints of users, comprising:

• at least one non-transitory storage medium to store executable instructions;
• and
• at least one processor to execute the executable instructions that cause the at least one processor to perform operations to reconstruct the metadata of the audio output, the operations comprising:
• isolating the metadata of a recorded conversation of the audio output;
• detecting missing portions of the metadata of the audio output from the isolated metadata;
• detecting characteristics of speakers involved in the audio output;
• identifying each of the speakers involved in the audio output from the characteristics of the speakers in the audio output by utilizing stored voiceprints of speakers, wherein the voiceprints are expressed as mathematical formula that include frequency, amplitude and duration audio characteristics;
• creating a transcript of the audio output;
• analyzing the transcript by using natural language processing (NLP), wherein the analyzing with NLP breaks down and interprets language used in the transcript;
• annotating the transcript with identified speakers so that the transcript includes a tag for each identified speaker;
• constructing metadata with the identified speakers and results of the analysis of the transcript, wherein the missing portions of the metadata are replaced with the constructed metadata;
• and
• combining the isolated metadata and the constructed metadata with the audio output to produce reconstructed recorded conversation, whereby the constructed metadata replaces the missing portions of the isolated metadata.